Barak Fishbain

Accepting PhD Students

PhD projects

The work requires a background in one of the following fields Environmental Engineering, Computer Science, Electrical Engineering, Optimization, Signal Processing. The potential candidate should present excellent organization and communication skills. Experience in coding is not required by preferred. Applicants will be expected to conduct experiment independently, maintain research records effectively, and report research progresses. The position offers an excellent training opportunity to conduct research in an attractive, dynamic research environment with outstanding resources.

2117

Citations

Research activity per year

60 Article
16 Conference contribution
4 Conference article
1 Chapter
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1 - 50 out of 84 results

2024
Identifiable Solutions to Foreground Signature Extraction from Hyperspectral Images in an Intimate Mixing Scenario
Hollis, J., Raich, R., Kim, J., Fishbain, B. & Kendler, S., 2024, (Accepted/In press) In: IEEE Transactions on Signal Processing. p. 1-16 16 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Urban Air-Quality Estimation Using Visual Cues and a Deep Convolutional Neural Network in Bengaluru (Bangalore), India
Feldman, A., Kendler, S., Marshall, J., Kushwaha, M., Sreekanth, V., Upadhya, A. R., Agrawal, P. & Fishbain, B., 9 Jan 2024, In: Environmental Science and Technology. 58, 1, p. 480-487 8 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2023
Efficient machine learning method for spatio-temporal water surface waves reconstruction from polarimetric images
Ginio, N., Liberzon, D., Lindenbaum, M. & Fishbain, B., May 2023, In: Measurement Science and Technology. 34, 5, 055801.
Research output: Contribution to journal › Article › peer-review
Robust Optimal Operation of Water Distribution Systems
Perelman, G., Ostfeld, A. & Fishbain, B., Mar 2023, In: Water (Switzerland). 15, 5, 963.
Research output: Contribution to journal › Article › peer-review

Open Access
2022

Bradycardia may determine blood-pressure variability: results from real life office measurements of over half a million members of a large health maintenance organization in Israel
Cahan, A., Lerner, U., Fishbain, B. & Bursztyn, M., 1 Dec 2022, In: Blood Pressure Monitoring. 27, p. e6
Research output: Contribution to journal › Article › peer-review

Open Access
BREEZE—Boundary Red Emission Zone Estimation Using Unmanned Aerial Vehicles
Elmakis, O., Shaked, T., Fishbain, B. & Degani, A., Jul 2022, In: Sensors. 22, 14, 5460.
Research output: Contribution to journal › Article › peer-review

Open Access
Critical Elements Analysis of Water Supply Systems to Improve Energy Efficiency in Failure Scenarios
Perelman, G. & Fishbain, B., Aug 2022, In: Water Resources Management. 36, 10, p. 3797-3811 15 p.
Research output: Contribution to journal › Article › peer-review
Detection of crop diseases using enhanced variability imagery data and convolutional neural networks
Kendler, S., Aharoni, R., Young, S., Sela, H., Kis-Papo, T., Fahima, T. & Fishbain, B., Feb 2022, In: Computers and Electronics in Agriculture. 193, 106732.
Research output: Contribution to journal › Article › peer-review
Hyperspectral imaging for chemicals identification: a human-inspired machine learning approach
Kendler, S., Mano, Z., Aharoni, R., Raich, R. & Fishbain, B., Dec 2022, In: Scientific Reports. 12, 1, 17580.
Research output: Contribution to journal › Article › peer-review

Open Access
Information Theory Solution Approach to the Air Pollution Sensor Location–Allocation Problem
Mano, Z., Kendler, S. & Fishbain, B., 1 May 2022, In: Sensors. 22, 10, 3808.
Research output: Contribution to journal › Article › peer-review

Open Access
Mathematical Estimation of Particulate Air Pollution Levels by Aerosols Tomography
Vernik, O., Degani, A. & Fishbain, B., 1 May 2022, In: IEEE Sensors Journal.
Research output: Contribution to journal › Article › peer-review
Optimal Wireless Distributed Sensor Network Design and Ad-Hoc Deployment in a Chemical Emergency Situation
Kendler, S. & Fishbain, B., 1 Apr 2022, In: Sensors. 22, 7, 2563.
Research output: Contribution to journal › Article › peer-review

Open Access
2021
Machine learning-based behavioral diagnostic tools for depression: Advances, challenges, and future directions
Richter, T., Fishbain, B., Richter-Levin, G. & Okon-Singer, H., Oct 2021, In: Journal of Personalized Medicine. 11, 10, 957.
Research output: Contribution to journal › Review article › peer-review

Open Access
Machine learning-based diagnosis support system for differentiating between clinical anxiety and depression disorders
Richter, T., Fishbain, B., Fruchter, E., Richter-Levin, G. & Okon-Singer, H., Sep 2021, In: Journal of Psychiatric Research. 141, p. 199-205 7 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Spectral light-reflection data dimensionality reduction for timely detection of yellow rust
Aharoni, R., Klymiuk, V., Sarusi, B., Young, S., Fahima, T., Fishbain, B. & Kendler, S., Feb 2021, In: Precision Agriculture. 22, 1, p. 267-286 20 p.
Research output: Contribution to journal › Article › peer-review

Open Access
The effects of air pollution sources / sensor array configurations on the likelihood of obtaining accurate source term estimations
Kendler, S., Nebenzal, A., Gold, D., Reed, P. M. & Fishbain, B., 1 Feb 2021, In: Atmospheric Environment. 246, 117754.
Research output: Contribution to journal › Article › peer-review
Towards on-site automatic detection of noxious events in dairy cows
Salzer, Y., Honig, H. H., Shaked, R., Abeles, E., Kleinjan-Elazary, A., Berger, K., Jacoby, S., Fishbain, B. & Kendler, S., Mar 2021, In: Applied Animal Behaviour Science. 236, 105260.
Research output: Contribution to journal › Article › peer-review
2020
Mathematical Estimation of Particulate Air Pollution Levels by Multi-angle Imaging
Vernik, O. & Fishbain, B., 2020, Environmental Software Systems. Data Science in Action - 13th IFIP WG 5.11 International Symposium, ISESS 2020, Proceedings. Athanasiadis, I. N., Knibbe, W. J., Frysinger, S. P. & Schimak, G. (eds.). p. 249-257 9 p. (IFIP Advances in Information and Communication Technology; vol. 554 IFIP).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
Model-based dense air pollution maps from sparse sensing in multi-source scenarios
Nebenzal, A., Fishbain, B. & Kendler, S., Jun 2020, In: Environmental Modelling and Software. 128, 104701.
Research output: Contribution to journal › Article › peer-review
Science literacy in action: understanding scientific data presented in a citizen science platform by non-expert adults
Golumbic, Y. N., Fishbain, B. & Baram-Tsabari, A., 2020, In: International Journal of Science Education, Part B: Communication and Public Engagement.
Research output: Contribution to journal › Article › peer-review
Using machine learning-based analysis for behavioral differentiation between anxiety and depression
Richter, T., Fishbain, B., Markus, A., Richter-Levin, G. & Okon-Singer, H., 1 Dec 2020, In: Scientific Reports. 10, 1, 16381.
Research output: Contribution to journal › Article › peer-review

Open Access
2019
Detection and Identification of Sub-Millimeter Films of Organic Compounds on Environmental Surfaces Using Short-Wave Infrared Hyperspectral Imaging: Algorithm Development Using a Synthetic Set of Targets
Kendler, S., Ron, I., Cohen, S., Raich, R., Mano, Z. & Fishbain, B., 1 Apr 2019, In: IEEE Sensors Journal. 19, 7, p. 2657-2664 8 p., 8572748.
Research output: Contribution to journal › Article › peer-review
Non-contact and non-destructive detection and identification of Bacillus anthracis inside paper envelopes
Kendler, S., Aharoni, R., Cohen, S., Raich, R., Weiss, S., Levy, H., Mano, Z., Fishbain, B. & Ron, I., Aug 2019, In: Forensic Science International. 301, p. e55-e58
Research output: Contribution to journal › Article › peer-review
Optimal deployment of a heterogeneous air quality sensor network
Lerner, U., Hirshfeld, O. & Fishbasin, B., Dec 2019, In: Journal of Environmental Informatics. 34, 2, p. 99-107 9 p.
Research output: Contribution to journal › Article › peer-review

Open Access
User centered design of a citizen science air-quality monitoring project
Golumbic, Y. N., Fishbain, B. & Baram-Tsabari, A., 2019, In: International Journal of Science Education, Part B: Communication and Public Engagement. 9, 3, p. 195-213 19 p.
Research output: Contribution to journal › Article › peer-review
Water characterization and early contamination detection in highly varying stochastic background water, based on Machine Learning methodology for processing real-time UV-Spectrophotometry
Asheri Arnon, T., Ezra, S. & Fishbain, B., 15 May 2019, In: Water Research. 155, p. 333-342 10 p.
Research output: Contribution to journal › Article › peer-review
2018
Contamination detection of water with varying routine backgrounds by UV-spectrophotometry
Asheri-Arnon, T., Ezra, S. & Fishbain, B., 1 Sep 2018, In: Journal of Water Resources Planning and Management. 144, 9, 04018056.
Research output: Contribution to journal › Article › peer-review
Engagement styles in an environmental citizen science project
Golumbic, Y. N., Baram-Tsabari, A. & Fishbain, B., 2018, In: Journal of Science Communication. 17, 2, A03.
Research output: Contribution to journal › Article › peer-review

Open Access
Long-term forecasting of nitrogen dioxide ambient levels in metropolitan areas using the discrete-time Markov model
Nebenzal, A. & Fishbain, B., Sep 2018, In: Environmental Modelling and Software. 107, p. 175-185 11 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Node-to-node field calibration of wireless distributed air pollution sensor network
Kizel, F., Etzion, Y., Shafran-Nathan, R., Levy, I., Fishbain, B., Bartonova, A. & Broday, D. M., Feb 2018, In: Environmental Pollution. 233, p. 900-909 10 p.
Research output: Contribution to journal › Article › peer-review
מקומו של הגורם הטכני בסביבת העבודה של עגורן הצריח
⁨רביב, ג.⁩, ⁨שפירא, א.⁩ & ⁨פישביין, ב.⁩, 2018, In: בטיחות. 373, p. 13-16 4 p.
Research output: Contribution to journal › Article

Open Access
2017

An evaluation tool kit of air quality micro-sensing units
Fishbain, B., Lerner, U., Castell, N., Cole-Hunter, T., Popoola, O., Broday, D. M., Martinez Iñiguez, T., Nieuwenhuijsen, M., Jovasevic-Stojanovic, M., Topalovic, D., Jones, R. L., Galea, K. S., FadiKizel, Y., Golumbic, Y. N., Baram-Tsabari, A., Yacobi, T., Drahler, D., Robinson, J. A., Kocman, D. & Horvat, M. & 3 others, Svecova, V., Arpaci, A. & Bartonova, A., 2017, In: Science of the Total Environment. 575, p. 639 – 648
Research output: Contribution to journal › Article › peer-review
An evaluation tool kit of air quality micro-sensing units
Fishbain, B., Lerner, U., Castell, N., Cole-Hunter, T., Popoola, O., David, B., Martinez Iñiguez, T., Nieuwenhuijsen, M., Jovasevic-Stojanovic, M., Topalovic, D., Jones, R. L., Galea, K. S., FadiKizel, Y. E., Golumbic, Y. N., Baram-Tsabari, A., Yacobi, T., Drahler, D., Robinson, J. A., Kocman, D. & Horvat, M. & 3 others, Svecova, V., Arpaci, A. & Bartonova, A., 1 Jan 2017, In: Science of the Total Environment. 575, p. 639-648 10 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Between Vision and Reality: A Study of Scientists’ Views on Citizen Science
Golumbic, Y. N., Orr, D., Baram-Tsabari, A. & Fishbain, B., Oct 2017, In: Citizen Science: Theory and Practice. 2, 1, p. 6 1 p.
Research output: Contribution to journal › Article › peer-review
Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates?
Castell, N., Dauge, F. R., Schneider, P., Vogt, M., Lerner, U., Fishbain, B., Broday, D. & Bartonova, A., 2017, In: Environment international. 99, p. 293-302 10 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Hough-transform-based interpolation scheme for generating accurate dense spatial maps of air pollutants from sparse sensing
Nebenzal, A. & Fishbain, B., 2017, Environmental Software Systems. Computer Science for Environmental Protection - 12th IFIP WG 5.11 International Symposium, ISESS 2017, Proceedings. Hrebicek, J., Schimak, G., Denzer, R. & Pitner, T. (eds.). p. 51-60 10 p. (IFIP Advances in Information and Communication Technology; vol. 507).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access
Prediction of bacterial contamination outbursts in water wells through sparse coding
Frolich, L., Vaizel-Ohayon, D. & Fishbain, B., 2017, In: Scientific Reports. 7, 799.
Research output: Contribution to journal › Article › peer-review

Open Access
Wireless distributed environmental sensor networks for air pollution measurement-the promise and the current reality
Oct 2017, In: Sensors (Switzerland). 17, 10, 2263.
Research output: Contribution to journal › Article › peer-review

Open Access
הנגשת נתונים מדעיים לציבור: כיצד ולמה? [מתוך המדור: בקצרה]
⁨גולומביק, י.⁩, ⁨פישביין, ב.⁩ & ⁨ברעם-צברי, א.⁩, 2017, In: אקולוגיה וסביבה. 8, 3, p. 5-6 2 p.
Research output: Contribution to journal › Article › peer-review

Open Access
ניבוי התפרצות זיהום בקטריאלי בבארות מים באמצעות קידוד דליל
⁨פרויליך, ל.⁩, ⁨ויזל-אוחיון, ד.⁩ & ⁨פישביין, ב.⁩, 2017, In: הנדסת מים. 109, p. 46-47 2 p.
Research output: Contribution to journal › Article

Open Access
ניתוח אירועי בטיחות: עגורנים באתרי בנייה
⁨רביב, ג.⁩, ⁨שפירא, א.⁩ & ⁨פישביין, ב.⁩, 2017, In: מבנים. 325, p. 44 1 p.
Research output: Contribution to journal › Article
2016
A competitive study of the pseudoflow algorithm for the minimum s–t cut problem in vision applications
Fishbain, B., Hochbaum, D. S. & Mueller, S., 1 Mar 2016, In: Journal of Real-Time Image Processing. 11, 3, p. 589-609 21 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Dynamic Model for estimating the Macroscopic Fundamental Diagram
Nguyen, H. N., Fishbain, B., Bitar, E., Mahalel, D. & Gutman, P. O., 2016, In: IFAC-PapersOnLine. 49, 3, p. 297-302 6 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Increased knowledge and scientific thinking following participation of school students in air-quality research
Golumbic, Y. N., Baram-Tsabari, A. & Fishbain, B., 2016, In: Proceedings of Indoor Air.
Research output: Contribution to journal › Article › peer-review
Mapping and optimizing big space data - An international, interdisciplinary and intercultural perspective on the space related data processes
Brack, D., Fishbain, B., Šćepanović, S., Li, C., Deepa, K. S., Stefoudi, D., Kudjoe, F., Dong, G., Kolvenbach, H., Ma, J., Pierce, J., Peng, J., Gull, J., Heurtish, J., Zhang, K., Anand, K., Kumar, K., Keogh, L., Wang, M. & Scher, M. & 16 others, Tammana, N. S., Berge, N., Boim, O., Milova, P., Jacobson, R., Gangele, U., Lochet, V., Jiang, W., Han, X., Chen, Y., Zou, Y., Song, Y., Yin, Y., Sun, Z., Ni, Z. & Zhou, Z., 2016, In: Proceedings of the International Astronautical Congress, IAC. 0
Research output: Contribution to journal › Conference article › peer-review
Self Calibrated Wireless Distributed Environmental Sensory Networks
Fishbain, B. & Moreno-Centeno, E., 21 Apr 2016, In: Scientific Reports. 6, 24382.
Research output: Contribution to journal › Article › peer-review

Open Access
Sensory carbon fiber based textile-reinforced concrete for smart structures
Goldfeld, Y., Rabinovitch, O., Fishbain, B., Quadflieg, T. & Gries, T., 1 Mar 2016, In: Journal of Intelligent Material Systems and Structures. 27, 4, p. 469-489 21 p.
Research output: Contribution to journal › Article › peer-review
Special issue on real-time image and video processing for pattern recognition systems and applications
Wachs, J., Mejail, M., Fishbain, B. & Alvarez, L., 1 Feb 2016, In: Journal of Real-Time Image Processing. 11, 2, p. 247-249 3 p.
Research output: Contribution to journal › Editorial

Open Access
2015

Citizen Science: Public participation in science
Golumbic, Y., Baram-Tsabari, A. & Fishbain, B., 2015, In: Ecology and the Environment. 6, 1, p. 14-23 10 p.
Research output: Contribution to journal › Article › peer-review
Framework for analyzing environmental indicators measurements acquired by wireless distributed sensory network - air pollution showcase
Fishbain, B., 1 Jan 2015, Environmental Indicators. p. 207-223 17 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Barak Fishbain

Research output

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